{"id":"W4394893028","doi":"10.1093/jbcr/irae036.002","title":"2 Differential Transcriptomic Responses Among Burn Injury Outcomes Related to Morality and Hospital Length of Stay","year":2024,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; University of Texas Southwestern Medical Center; University of Washington; University of Southern California","keywords":"Medicine; Emergency medicine; Transcriptome; Morality; Burn injury; Intensive care medicine; Medical emergency; Surgery; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003958768,0.0002049115,0.0003037447,0.0009528479,0.0002265318,0.0005821097,0.0001835191,0.00021625,0.001998807],"category_scores_gemma":[0.001084323,0.00008134197,0.000421718,0.001142803,0.0002571302,0.0002682937,0.0003964219,0.0003889259,0.0002166205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375647,"about_ca_system_score_gemma":0.0003664711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009538929,"about_ca_topic_score_gemma":0.001206025,"domain_scores_codex":[0.9995864,0.00008246999,0.00003343089,0.0001044628,0.00006820304,0.000124976],"domain_scores_gemma":[0.9988127,0.0001889122,0.0006648632,0.00003756873,0.0001513928,0.0001446742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006485737,0.00004533666,0.9886379,0.00005058306,0.0001002167,0.0000800827,0.00008280419,0.000229192,0.005908399,0.00003305672,0.0001691038,0.004014821],"study_design_scores_gemma":[0.000003829665,0.0001098995,0.9983947,0.000007714011,0.00002413156,0.0001003123,0.0002242441,0.0004004943,0.0005297758,0.00005809322,0.0001433774,0.000003486394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998202,0.0001706199,0.000189353,0.00004831455,0.000004545604,0.00001035193,0.001203109,0.000005712482,0.0001660505],"genre_scores_gemma":[0.998482,0.00007665781,0.0001975611,0.00002945747,0.000005998729,0.00001791291,0.001044,0.000002331204,0.0001439854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001998807,"threshold_uncertainty_score":0.006686687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474052956931222,"score_gpt":0.3936367644290878,"score_spread":0.3588962348597756,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}